基于改进DeLone-McLean信息系统成功模型的学习管理系统支持混合式学习的接受度与满意度

Samar Ghazal, H. Aldowah, I. Umar, Brandford Bervell
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引用次数: 25

摘要

本文的最大目的是详细评估在混合式学习环境中决定学生对使用LMS的认可和满意度的显著前因(计算机焦虑、技术相关经验、计算机自我效能、服务质量、系统质量、系统输出信息质量、感知有用性和感知易用性)。鉴于此,本研究采用定量研究设计,以问卷调查作为数据收集工具。然后利用偏最小二乘结构方程建模(PLS-SEM)技术对174名本科生的数据进行分析。研究显示,感知有用性、系统质量和计算机自我效能等指标是学生接受和满意混合式学习的基本决定因素。该研究建议,为了在高等教育中实现对LMS用于混合学习的满意度和接受度,机构需要在全面实施之前关注这些关键变量。
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Acceptance and Satisfaction of Learning Management System Enabled Blended Learning Based on a Modified DeLone-McLean Information System Success Model
The utmost reason for this article is to present a detailed assessment of the salient antecedents(computer anxiety, technology related experience, computer self-efficacy, quality of service, quality of system, quality of system's output information, perceived usefulness and perceived ease of use) in determining students' approval and onward contentment towards using LMS in a blended learning environment. In view of this, the study employed a quantitative research design utilizing a questionnaire as the data collection instrument. Data was then obtained from 174 undergraduate students with Partial Least Squares Structural Equation Modelling (PLS-SEM) technique used for data analysis. The study revealed indicators such as perceived usefulness, the quality of the system and computer self efficacy as fundamental determinants of students' acceptance and satisfaction with blended learning. The study recommended among others that in order to achieve satisfaction and acceptance towards LMS usage for blended learning in higher education, institutions need to pay attention to these crucial variables prior to full implementation.
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